How we saved time making estimates easy for a property buying company

From 2 hours to ~2 minutes per property evaluation — a centralized, data-driven estimation system that transformed acquisition speed and accuracy.

Client Overview

Our client is a property investment and resale company that acquires residential properties, enhances their value, and sells them in the open market. Their business relies on accurate purchase-price estimation to protect margins and make faster decisions.

The Challenge

In property investment, buying at the right price determines the outcome of the entire deal. Before working with us, the client's estimation process was manual and fragmented:

Collecting property and locality data from multiple public sources

Analyzing comparable properties in the same area

Evaluating pricing based on size, configuration, and market conditions

Arriving at a purchase price that left room for value enhancement and resale

Time taken per estimate~2 hours

This led to

Slower evaluation cycles

Missed opportunities in competitive markets

Inconsistent estimates depending on who ran the analysis

The Solution

What we built

A unified data platform. Aggregates publicly available property and market data into one place.

A smart comparison engine. Identifies similar properties within the same locality and applies filters such as area, property type, size, and market behaviour.

A recommended price range. Automatically generates a data-backed acquisition price range, so the client can quickly tell whether a property meets their investment and resale criteria.

Process Overview

01Enter Property DetailsBasic inputs such as location and size.

02Market Data AggregationRelevant public data is pulled automatically.

03Comparable Property AnalysisSimilar properties are filtered and compared.

04Price Range RecommendationA clear acquisition price range is generated.

The Impact

2 hours → ~2 minutesTime saved per property evaluation.

Business Outcomes

Faster acquisition decisions

Ability to evaluate significantly more properties per day

A more consistent, repeatable estimation process

Improved confidence in resale margins

Reduced risk of overpaying

Why This Worked

By replacing manual research with an automated system, the client moved from intuition-driven estimates to data-backed decisions — without slowing down their operations.

Key Takeaway

Centralizing data and automating critical decisions can unlock both speed and accuracy in property investment businesses.

This project demonstrates how custom software can directly impact decision velocity, consistency, and long-term profitability.